Selected Papers from the pHealth 2021 Conference, Genoa, Italy, 8-10 November 2021 

 - Basel  MDPI - Multidisciplinary Digital Publishing Institute  2023 
 - 1 online resource (264 p.) 
<br/><br/> Open Access 
<br/><br/> This reprint addresses healthcare transformation towards personalized, participative, preventive, predictive, and precision medicine (5P Medicine) with the support of new technologies such as micro-, nano-, and bio-techniques, as well as artificial intelligence and learning systems. It focuses, therefore, on the representation and management of knowledge from different domains and their actors, using their methodologies and languages but also individual skills and experiences. The outcome is a system-oriented, architecture-centric, ontology-based, policy-driven approach allowing a formal representation and management of health ecosystems, including their integration and interoperability. Such development is accompanied by security, privacy, and ethical challenges to be resolved. The reprint describes the principles, methodologies, and standards for successfully managing the transformation of health and social care, illustrated by many practical examples and implemented use cases. The reprint is based on papers published in the context of the pHealth 2021 Conference in Genoa, Italy. However, the content goes far beyond the focus and size of the original papers. 
<br/><br/><br/>Creative Commons 
<br/><br/><br/>English 
<br/><br/><label>ISBN: </label>9783036592565 9783036592572 books978-3-0365-9256-5 
<br/><br/><label>Standard No.: </label>10.3390/books978-3-0365-9256-5  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Public health and preventive medicine
<br/><br/><label>Subjects--Index Terms: </label>aneurysm antecedents aortic aneurysm architecture ascending aortic dilatation auto ML automatic text labeling behavior change biomedical ontologies centralized learning chatbot citizens clinical laboratory information systems communication conversational agent COVID-19 data democratization decision trees didactic digital technology digitalization digitization dynamical Bayesian networks E-Learning echocardiography ecosystems education eHealth electronic health records emergency department emergency service epilepsy modeling epilepsy risk feature extraction federated learning Fuzzy attractiveness rating genomics GIPAMS graph algorithms health health data infrastructure health transformation healthcare communications Healthcare IT hospital hospital-acquired infections individual learning information extraction integrated data international coding system knowledge representation knowledge representation and management laboratory information systems machine learning Markov model mHealth mobile application modelling modular architecture n/a natural language processing Node2Vec oncohematology osteomyelitis participatory health patient empowerment pediatrics periprosthetic joint infection physical activity pneumonia post-traumatic arthritis postoperative risks predictive modeling privacy privacy-enhancing technologies revision arthroplasty risk factors security semantic data integration smartwatch social media standards stress detection surgical biobank syntactical parsing system theory text messaging total hip replacement treatment trajectories trust usability